REDDIT · REDDIT// 12d agoOPENSOURCE RELEASE

fastrad GPU-native radiomics library hits 25x speedup

fastrad is a PyTorch-native library designed to overcome the CPU-only bottleneck of PyRadiomics, the current standard for radiomic feature extraction. It implements all 8 IBSI feature classes as native tensor operations, allowing for transparent device routing across CPU and CUDA.

// ANALYSIS

This is a major efficiency boost for medical imaging pipelines, especially at scale. While radiomics is sometimes overshadowed by deep learning, its interpretability remains crucial in clinical research.

* Achieves 25x speedup over PyRadiomics on GPU.

* 100% IBSI-compliant, ensuring scientific validity.

* Open-source and PyTorch-native, facilitating integration into modern ML workflows.

// TAGS

radiomicspytorchgpumedical-imagingbioinformaticsibsiopen-source

DISCOVERED

12d ago

2026-03-30

PUBLISHED

12d ago

2026-03-30

RELEVANCE

7/ 10

AUTHOR

helloerikaaa